A value evaluation method of power user based on AHP and BP-Adaboost algorithms
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    Abstract:

    The traditional value evaluation of power users does not consider the high and low voltage levels generally. In fact, the applicable indicators of high voltage and low voltage users are different, especially, there is no corresponding indicator system for the current low voltage power user value evaluation. Therefore, this paper proposes a low voltage power user value evaluation method based on the AHP and BP Adaboost algorithms. Firstly, a set of low-voltage power user value evaluation index systems are established, and the scoring rules and grading rules are defined. Then the comprehensive scores and grades of low-voltage power user value evaluation are obtained by AHP. Finally, the calculation method combining AHP and BP Adaboost is proposed to evaluate the low-voltage power user value, and the comprehensive scores and grades of low-voltage power users are obtained after that. In addition, the two parameters of determination coefficient and accuracy are used for verification. The simulation results show that the method is correct and effective.

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朱吉然,张帝,张志丹,彭涛,游金梁,唐小伟,马瑞.基于AHP和BP-Adaboost的低压电力用户价值评价方法[J].电力科学与技术学报英文版,2022,37(5):155-163. Zhu Jiran, Zhang Di, Zhang Zhidan, Peng Tao, You Jinliang, Tang Xiaowei, Ma Rui. A value evaluation method of power user based on AHP and BP-Adaboost algorithms[J]. Journal of Electric Power Science and Technology,2022,37(5):155-163.

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  • Received:
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  • Online: December 01,2022
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